Cargando…
NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs
Cervical cancer is one of the most common gynecological malignancies and it is preventable through the yearly diagnosis and management of pre-cancerous cervical disease. The profile of miRNA expression in cervical epithelium cells is altered with cervical dysplasia development and further progressio...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252283/ https://www.ncbi.nlm.nih.gov/pubmed/37298066 http://dx.doi.org/10.3390/ijms24119114 |
_version_ | 1785056132931256320 |
---|---|
author | Kniazeva, Margarita Zabegina, Lidia Shalaev, Andrey Smirnova, Olga Lavrinovich, Olga Berlev, Igor Malek, Anastasia |
author_facet | Kniazeva, Margarita Zabegina, Lidia Shalaev, Andrey Smirnova, Olga Lavrinovich, Olga Berlev, Igor Malek, Anastasia |
author_sort | Kniazeva, Margarita |
collection | PubMed |
description | Cervical cancer is one of the most common gynecological malignancies and it is preventable through the yearly diagnosis and management of pre-cancerous cervical disease. The profile of miRNA expression in cervical epithelium cells is altered with cervical dysplasia development and further progression. The NOVAprep-miR-CERVIX is a new approach for the assessment of cervical dysplasia through the analysis of six marker miRNAs. This study aims to evaluate theperformance and diagnostic potency of the new method. Cytological smears from 226 women (NILM, n.114; HSIL, n.112) were included in the study. A VPH test was performed with RealBest DNAHPV HR screen Kit, six marker miRNAs (miR-21, -29b, -145, -451a, -1246, -1290) were assayed using NOVAprep-miR-CERVIX kit. Obtained data were analyzed using the Delta Ct method and random forest machine learning algorithm. The results of the quantitative analysis of six microRNAs were expressed as a miR-CERVIX parameter, which ranged from 0 to 1, where “0” corresponded to the healthy cervical epithelium, while “1” corresponded to high-grade squamous intraepithelial dysplasia. The average value of miR-CERVIX differed in groups of NILM and HSIL samples (0.34 vs. 0.72; p < 0.000005). An estimation of miR-CERVIX allowed for the differentiation between healthy and pre-cancerous samples with sensitivity of 0.79 and specificity of 0.79, as well as to confirm HSIL with specificity of 0.98. Interestingly, the HSIL group included HPV(+) and HPV(−) samples, which were statistically significantly different in terms of miR-CERVIX value. Analysis of CC-associated miRNAs in material of cervical smear might serve as an additional method for the evaluation of cervical dysplasia severity. |
format | Online Article Text |
id | pubmed-10252283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102522832023-06-10 NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs Kniazeva, Margarita Zabegina, Lidia Shalaev, Andrey Smirnova, Olga Lavrinovich, Olga Berlev, Igor Malek, Anastasia Int J Mol Sci Article Cervical cancer is one of the most common gynecological malignancies and it is preventable through the yearly diagnosis and management of pre-cancerous cervical disease. The profile of miRNA expression in cervical epithelium cells is altered with cervical dysplasia development and further progression. The NOVAprep-miR-CERVIX is a new approach for the assessment of cervical dysplasia through the analysis of six marker miRNAs. This study aims to evaluate theperformance and diagnostic potency of the new method. Cytological smears from 226 women (NILM, n.114; HSIL, n.112) were included in the study. A VPH test was performed with RealBest DNAHPV HR screen Kit, six marker miRNAs (miR-21, -29b, -145, -451a, -1246, -1290) were assayed using NOVAprep-miR-CERVIX kit. Obtained data were analyzed using the Delta Ct method and random forest machine learning algorithm. The results of the quantitative analysis of six microRNAs were expressed as a miR-CERVIX parameter, which ranged from 0 to 1, where “0” corresponded to the healthy cervical epithelium, while “1” corresponded to high-grade squamous intraepithelial dysplasia. The average value of miR-CERVIX differed in groups of NILM and HSIL samples (0.34 vs. 0.72; p < 0.000005). An estimation of miR-CERVIX allowed for the differentiation between healthy and pre-cancerous samples with sensitivity of 0.79 and specificity of 0.79, as well as to confirm HSIL with specificity of 0.98. Interestingly, the HSIL group included HPV(+) and HPV(−) samples, which were statistically significantly different in terms of miR-CERVIX value. Analysis of CC-associated miRNAs in material of cervical smear might serve as an additional method for the evaluation of cervical dysplasia severity. MDPI 2023-05-23 /pmc/articles/PMC10252283/ /pubmed/37298066 http://dx.doi.org/10.3390/ijms24119114 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kniazeva, Margarita Zabegina, Lidia Shalaev, Andrey Smirnova, Olga Lavrinovich, Olga Berlev, Igor Malek, Anastasia NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title | NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title_full | NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title_fullStr | NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title_full_unstemmed | NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title_short | NOVAprep-miR-Cervix: New Method for Evaluation of Cervical Dysplasia Severity Based on Analysis of Six miRNAs |
title_sort | novaprep-mir-cervix: new method for evaluation of cervical dysplasia severity based on analysis of six mirnas |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252283/ https://www.ncbi.nlm.nih.gov/pubmed/37298066 http://dx.doi.org/10.3390/ijms24119114 |
work_keys_str_mv | AT kniazevamargarita novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT zabeginalidia novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT shalaevandrey novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT smirnovaolga novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT lavrinovicholga novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT berlevigor novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas AT malekanastasia novaprepmircervixnewmethodforevaluationofcervicaldysplasiaseveritybasedonanalysisofsixmirnas |